New PoissonBinomial distribution & countreg support & minor improvements #100
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Alex @alexpghayes, I have accumulated various additions in the
devel
branch that are ready for themain
branch IMO.The biggest addition is a new
PoissonBinomial
distribution, see the Wikipedia for some background. It's a generalization of the binomial distribution where there are still n independent Bernoulli trials but these can have different probabilities.I have implemented the distribution based on the PoissonBinomial package. However, I have also added fallback computations based on a normal approximation in case the
PoissonBinomial
package is not available.In addition to the new distribution I have made various smaller improvements and documentation fix-ups. This includes a distinction in some
prodist()
methods between the oldpscl
package and the newercountreg
package which we plan to release to CRAN soon (leveragingdistributions3
).